AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
PopUI
PopUI is a bi-directional bridge for Claude Desktop that enables real-time interaction with dynamic visual components, allowing Claude to create, manipulate, and read state from custom user interfaces.
Ethereum Name Service (ENS)
A toolset for interacting with the Ethereum Name Service (ENS) to resolve names, look up addresses, retrieve metadata, and check registration status across multiple Ethereum providers.
Tiptap Collaboration
A comprehensive MCP server for managing Tiptap collaborative documents, featuring full CRUD operations, real-time statistics, semantic search, and bidirectional Markdown-to-JSON conversion.
GitHub Kanban
A specialized MCP server for managing GitHub issues as a Kanban board, providing automated task management and streamlined software development workflows through LLMs.
Cisco NSO MCP Server
A Cisco NSO MCP server that enables AI-powered network automation by exposing device configurations, sync status, and service management tools via RESTCONF.
google-workspace-unlimited
A comprehensive Google Workspace integration for MCP that provides access to Gmail, Drive, Calendar, Docs, and more with advanced Jinja2 templating and semantic search capabilities.
FOCUS MCP Server
Analyzes multi-cloud billing data using the FOCUS standard through natural language, providing access to 36+ predefined FinOps queries and DuckDB-powered SQL analytics.
claudex
Beautiful visual workspace manager for Claude Code. Access 136+ professional templates, automate workflows with hooks, and manage your AI development environment through an elegant web interface.
MCP-PST-Server
An MCP server that bridges AI agents to a Windows-based penetration testing environment, allowing automated execution of security tools like Nmap, Metasploit, and Nuclei.
Browser History Search
A cross-platform MCP server that allows LLMs to securely search and analyze browser history from major browsers including Brave, Chrome, Firefox, Safari, Edge, and Arc.
mcp-skills
A dynamic RAG-powered MCP server that provides context-aware coding skills to AI assistants through hybrid vector and knowledge graph discovery. It automatically detects project toolchains and enables runtime skill creation and on-demand loading.
SushiMCP
SushiMCP provides high-quality documentation context to AI IDEs by fetching and serving llms.txt files and OpenAPI specifications from various technology sources.
ImageGen
A robust MCP server providing unified access to major image generation providers including OpenAI, Google Gemini/Imagen, and Flux via Replicate, featuring automatic file saving and advanced parameter control.
youtube-mcp-server
A comprehensive Model Context Protocol (MCP) server providing real-time YouTube Data API access for AI assistants. Features 14 functions including intelligent content evaluation with technology freshness scoring for knowledge base curation.
Bazi (Eight Characters) Calculation MCP Server
A professional MCP server for Chinese astrology that calculates birth charts (Four Pillars), Five Elements distribution, and lunar dates with global timezone support.
Node.js API Documentation
This MCP server provides up-to-date access to official Node.js core module documentation, featuring search and retrieval tools that fetch directly from nodejs.org with a 7-day cache.
Video & Audio Text Extraction
An MCP server that uses Whisper speech recognition and yt-dlp to download media and extract text/transcriptions from various video platforms and audio files.
ctxvault
Local memory infrastructure for AI agents. Isolated vaults you compose, control, monitor and query — no cloud, no setup.
Document Indexer
A local document indexing and semantic search server that uses LanceDB and local LLMs via Ollama to provide natural language querying and summarization of personal file collections.
Taiwan Price Compare MCP
A price comparison tool for Taiwan's major e-commerce platforms, enabling users to find the lowest prices across seven retailers with advanced keyword and price filtering.
FastMCP Todo
A comprehensive MCP server for task management and knowledge capture that coordinates AI agent workflows through MongoDB and MQTT with support for various operation modes and tool loadouts.
Skolverket
A comprehensive MCP server providing access to the Swedish National Agency for Education (Skolverket) open APIs, including curricula (Syllabus), school unit registers, and adult education data.
nmap-mcp
MCP server for AI-powered network scanning with Nmap. Port scanning, service detection, OS fingerprinting, and vulnerability scanning for AI agents. By Vorota AI.
Skillsmith
MCP server for Claude Code skill discovery, installation, and management.
Alibaba Cloud Supabase
A specialized MCP server for managing Supabase projects on Alibaba Cloud, enabling AI assistants to automate database operations, network configuration, and infrastructure provisioning.
Obsidian Advanced
An advanced MCP server that integrates with Obsidian through the Local REST API, enabling AI agents to perform complex vault analysis, note management, and UI command execution.
Godot MCP
Provides a comprehensive integration between LLMs and the Godot Engine, enabling AI assistants to intelligently manipulate project files, scripts, and the live editor. It supports advanced workflows including version-aware documentation querying, automated E2E game testing, and real-time visual context capture.
NSE-BSE India Stock Market
A comprehensive MCP server providing real-time quotes, historical data, and option chain analysis for both the National Stock Exchange (NSE) and Bombay Stock Exchange (BSE) of India. It features extensive tools for corporate actions, IPO tracking, and document processing to assist in financial research and stock market analysis.
Jetson Remote Monitor
A monitoring and control server for NVIDIA Jetson boards that enables remote hardware and software diagnostics via network clients using the Model Context Protocol.
M365 Copilot MCP Server
Integrates Microsoft 365 Copilot capabilities into MCP-compatible AI assistants, allowing retrieval of OneDrive/SharePoint content, document search, and context-aware chat with M365 data.